Sourced artificial intelligence and software context
Models, products, and production services: NetSuite
The City of San Jose identifies artificial intelligence as a priority growth sector and includes AI training and job-matching programs in its fiscal year 2025 to 2026 economic plan. Translate the operating setting into subsidiaries, accounting books, segments, items, locations, forms, roles, approvals, and transaction rules. Ask the consultant to trace one business event through the general ledger. AI product work can join source data, models, application code, evaluation, user feedback, cost controls, access rules, and production support under separate owners.
Evidence to request: Use an order or accounting case and require subsidiary, item, approval, posting, role, and reporting decisions. Define the user decision, model boundary, source data, evaluation set, deployment path, access control, cost target, failure response, and approving product owner.
Sourced semiconductors and advanced manufacturing context
Engineering, fabrication, and supply controls: NetSuite
A July 2025 City of San Jose economic-development release names advanced manufacturing and semiconductors among the industries the city plans to attract, retain, and grow. Set boundaries among SuiteCloud, SuiteScript, workflows, RESTlets, web services, integration platforms, banks, commerce tools, tax, and external warehouses. Require evidence from the matching pattern. Semiconductor and manufacturing programs may connect product definitions, equipment, process recipes, production schedules, quality results, suppliers, inventory, maintenance, and cost records.
Evidence to request: Review a script or integration with governance usage, authentication, duplicate control, failure recovery, monitoring, and deployment. Set the design or plant boundary, product revision, process control, equipment interface, traceability unit, quality release, supplier handoff, change window, and support owner.
Sourced data centers and energy infrastructure context
Capacity, continuity, and facility operations: NetSuite
San Jose's July 2026 large energy-use project page distinguishes data centers from research laboratories, advanced manufacturing sites, electric-vehicle charging hubs, and other power-intensive facilities. Define migration, testing, release, and account-support ownership. Candidates should cover master data, balances, open transactions, roles, scripts, saved searches, integrations, exceptions, and reconciliation. These facilities can combine power, cooling, networks, physical security, capacity, asset maintenance, environmental controls, backup systems, and tenant or workload commitments.
Evidence to request: Ask for a NetSuite conversion or release the consultant owned, including data order, balancing, role testing, bundle or script checks, and acceptance. Name the facility and workload boundary, capacity unit, power and cooling dependencies, availability target, access model, maintenance path, recovery test, and change authority.